When using deep convolutional neural networks (CNNs) for image classification tasks, it’s common to apply several transformations to the images in order to augment the data and reduce overfitting. For example, images are often randomly cropped, mirrored, ... (more…)

Talk Python To Me is a podcast for developers who are passionate about Python. Learn about the language and related technologies. (more…)

The key to understanding mathematical analysis is the word “analysis”. Nowadays it means something like “thinking really hard about something”, but back in the XVII century when mathematical analysis was invented it was a lot closer to its original Greek... (more…)

A common applied statistics task involves building regression models to characterize non-linear relationships between variables. It is possible to fit such... (more…)

Should you choose R or Python for Data Science? Thanks to recent advances made in both languages, you really can't go wrong with either. Learn more here.